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Neural Network Methods in Natural Language Processing


Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working with machine learning over language data, and the use of vector-based rather than symbolic representations for words. It also covers the computation-graph abstraction, which allows to easily…

Neural Network Methods In Natural Language Processing

ISBN 10 : 9781627052955
ISBN 13 : 162705295X

Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book..


Handbook Of Natural Language Processing

ISBN 10 : 0824790006
ISBN 13 : 9780824790004

This study explores the design and application of natural language text-based processing systems, based on generative linguistics, empirical copus analysis, and artificial neural n..


The Handbook Of Computational Linguistics And Natural Language Processing

ISBN 10 : 9781118448670
ISBN 13 : 1118448677

This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP). Features..


Neural Networks For Vision Speech And Natural Language

ISBN 10 : 9789401123600
ISBN 13 : 9401123608

This book is a collection of chapters describing work carried out as part of a large project at BT Laboratories to study the application of connectionist methods to problems in vis..


Learning To Rank For Information Retrieval And Natural Language Processing

ISBN 10 : 9781627055857
ISBN 13 : 1627055851

Learning to rank refers to machine learning techniques for training a model in a ranking task. Learning to rank is useful for many applications in information retrieval, natural la..



New Methods In Language Processing

ISBN 10 : 9781134227389
ISBN 13 : 1134227388

Studies in Computational Linguistics presents authoritative texts from an international team of leading computational linguists. The books range from the senior undergraduate textb..